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    <meta name="description" content="Information Extractiontbd Text Summarizationtbd Nerual Robusttbd    Dataset Task #Classes Train Test Avg Len Link    AG’s News Classification 4(World, Sport, Business, Science&#x2F;Technology) 30k 1.9k 43">
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            Datasets
        
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                <span>Mar 30 2022</span>
            
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        <html><head></head><body><h1 id="Information-Extraction"><a href="#Information-Extraction" class="headerlink" title="Information Extraction"></a>Information Extraction</h1><p>tbd</p>
<h1 id="Text-Summarization"><a href="#Text-Summarization" class="headerlink" title="Text Summarization"></a>Text Summarization</h1><p>tbd</p>
<h1 id="Nerual-Robust"><a href="#Nerual-Robust" class="headerlink" title="Nerual Robust"></a>Nerual Robust</h1><p>tbd</p>
<table>
<thead>
<tr>
<th>Dataset</th>
<th>Task</th>
<th>#Classes</th>
<th>Train</th>
<th>Test</th>
<th>Avg Len</th>
<th>Link</th>
</tr>
</thead>
<tbody><tr>
<td>AG’s News</td>
<td>Classification</td>
<td>4(World, Sport, Business, Science/Technology)</td>
<td>30k</td>
<td>1.9k</td>
<td>43</td>
<td><a target="_blank" rel="noopener" href="https://github.com/jind11/TextFooler/tree/master/data">download</a></td>
</tr>
<tr>
<td>QNLI</td>
<td>Classification</td>
<td>2(yes, no)</td>
<td>105k</td>
<td>5.4k</td>
<td>11/31</td>
<td><a target="_blank" rel="noopener" href="https://github.com/jind11/TextFooler/tree/master/data">download</a></td>
</tr>
<tr>
<td>Fake News</td>
<td>Classification</td>
<td>2(fake, not fake)</td>
<td>18.8k</td>
<td>2k</td>
<td>885</td>
<td><a target="_blank" rel="noopener" href="https://github.com/jind11/TextFooler/tree/master/data">download</a></td>
</tr>
<tr>
<td>MR</td>
<td>Classification</td>
<td>2(positive, negative)</td>
<td>9k</td>
<td>1k</td>
<td>20</td>
<td><a target="_blank" rel="noopener" href="https://github.com/jind11/TextFooler/tree/master/data">download</a></td>
</tr>
<tr>
<td>IMDB</td>
<td>Classification</td>
<td>2(positive, negative)</td>
<td>25k</td>
<td>25k</td>
<td>215</td>
<td><a target="_blank" rel="noopener" href="https://github.com/jind11/TextFooler/tree/master/data">download</a></td>
</tr>
<tr>
<td>Yelp</td>
<td>Classification</td>
<td>2(positive, negative)</td>
<td>560k</td>
<td>38k</td>
<td>152</td>
<td><a target="_blank" rel="noopener" href="https://github.com/jind11/TextFooler/tree/master/data">download</a></td>
</tr>
<tr>
<td>SST-2</td>
<td>Classification</td>
<td>2(positive, negative)</td>
<td>6920</td>
<td>1821</td>
<td>17</td>
<td><a target="_blank" rel="noopener" href="https://cloud.tsinghua.edu.cn/d/b6b35b7b7fdb43c1bf8c/files/?p=/sst-2.zip">download</a></td>
</tr>
<tr>
<td>SNLI</td>
<td>Entailment</td>
<td>3(entailment, contradiction, neutral)</td>
<td>570k</td>
<td>3k</td>
<td>8</td>
<td><a target="_blank" rel="noopener" href="https://github.com/jind11/TextFooler/tree/master/data">download</a></td>
</tr>
<tr>
<td>MNLI</td>
<td>Entailment</td>
<td>3(entailement, contradiction, neutral)</td>
<td>433k</td>
<td>10k</td>
<td>23/11</td>
<td><a target="_blank" rel="noopener" href="https://github.com/jind11/TextFooler/tree/master/data">download</a></td>
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